Feature Label Correlation

Return the PPS (Predictive Power Score) of all features in relation to the label. Read More...

Conditions Summary
Status Condition More Info
Features' Predictive Power Score is less than 0.9 Passed for 13 relevant columns
Additional Outputs
The Predictive Power Score (PPS) is used to estimate the ability of a feature to predict the label by itself (Read more about Predictive Power Score). A high PPS (close to 1) can mean that this feature's success in predicting the label is actually due to data leakage - meaning that the feature holds information that is based on the label to begin with.